chex

JAX helper library

A set of utilities for writing reliable JAX code

GitHub

788 stars
17 watching
44 forks
Language: Python
last commit: 8 days ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
google-deepmind/jraph A lightweight library for working with graph neural networks in jax. 1,375
google-deepmind/einshape A unified reshaping library for JAX and other frameworks. 99
google-deepmind/dm_pix An image processing library built on top of JAX to provide optimized and parallelized functions for machine learning research. 389
google-deepmind/jaxline Provides a Python-based framework for building distributed JAX training and evaluation experiments 152
google-deepmind/tf2jax Converts TensorFlow functions to equivalent JAX Python functions. 105
google-deepmind/distrax A library of probability distributions and bijectors with a focus on readability, extensibility, and compatibility with existing frameworks. 536
darshandeshpande/jax-models Provides a collection of deep learning models and utilities in JAX/Flax for research purposes. 151
google/jaxopt An open-source project providing hardware accelerated, batchable and differentiable optimizers in JAX for deep learning. 933
google-deepmind/optax A gradient processing and optimization library designed to facilitate research and productivity in machine learning by providing building blocks for custom optimizers and gradient processing components. 1,697
google-deepmind/tree A library for working with nested data structures in Python 945
google-deepmind/arnheim A toolkit for generating collage images using neural networks and optimization algorithms 235
jgor/dork-cli Tools for performing searches against a Google custom search engine and returning unique page results 144
google-deepmind/android_env A platform for defining reinforcement learning tasks on top of Android devices 1,019
jaxgaussianprocesses/gpjax Provides a low-level interface to Gaussian process models in JAX for flexible extension and customisation 461
google-deepmind/functa A repository containing code for a meta-learning experiment on image datasets 149